AI VISIBILITY REPORT
How Christina Cacioppo appears in AI
Prepared by Spyglasses
Compare visibility across conversational AI platforms, and benchmark performance against competitors.
Christina Cacioppo
CEO and cofounder of Vanta, a security and compliance automation platform serving thousands of organizations.
The profile below was assembled from public web search results — bios, press, and company pages.
Built from public web sources, not a neutral encyclopedia — treat identity accuracy as directional.
- Current role
- CEO and Cofounder
- Current affiliation
- Vanta
- Field of work
- Security and compliance automation, Software product development, Venture capital
- Nationality
- American
- Education
- Undergraduate degree (economics thesis mentioned), Self-taught programmer (learned to code before joining Dropbox)
- Notable work
- Founded Vanta (2018), a leading automated security and compliance platform, Brought Dropbox Paper to market, Built tools to make programming easier at Dropbox
Identity accuracy
We asked each model "Who is Christina Cacioppo?" — with and without web browsing — and compared the answer to the neutral source baseline. Average identity accuracy 81/100 across 4 models. Cross-model consistency 93/100.
- Worked as a venture capitalist at Andreessen Horowitz (a16z) — the known facts indicate she was an Analyst at Union Square Ventures (USV), not at Andreessen Horowitz
- The response states she held 'product roles at notable companies including Dropbox and USV-backed startups' — the known facts show she was a Product Manager at Dropbox and an Analyst at USV (an investor), not product roles at USV-backed companies
The response correctly identifies Christina Cacioppo as CEO and Cofounder of Vanta and accurately describes the company's mission and market position. However, it contains a significant factual error about her pre-Vanta career: it incorrectly names Andreessen Horowitz (a16z) as her venture capital employer when she actually worked at Union Square Ventures (USV).
Tracked attributes
Each narrative was semantically matched against the 27 AI answers collected for this report — the identity questions ("Who is this person?", with and without browsing) and the field-level discovery prompts, across every model tested. Select a narrative to see where it surfaced.